{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "* 备注\n",
    "> 1. 城市：'全国'、 '北京、 '上海'、 '天津'、 '重庆'、 '广州'、'深圳'、 '苏州'、 '南京'、 '杭州'、 '大连'、'成都'、 '武汉'、 '西安'\n",
    "> 2. 关键词：不限制\n",
    "> 3. 工作经验：'应届生'、 '实习生'、 '1年以内'、 '1-3年'、'3-5年'、 '5-10年'、'10年以上'\n",
    "> 4. 公司规模：1-49人、50-99人、100-499人、500-999人、1000-2000人、2000-5000人、5000-10000人、10000人以上"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "这是第1页，接下来将先等待9秒...然后以继续抓取\n",
      "这是第2页，接下来将先等待9秒...然后以继续抓取\n",
      "这是第3页，接下来将先等待9秒...然后以继续抓取\n",
      "这是第4页，接下来将先等待6秒...然后以继续抓取\n",
      "这是第5页，接下来将先等待6秒...然后以继续抓取\n",
      "这是第6页，接下来将先等待8秒...然后以继续抓取\n",
      "这是第7页，接下来将先等待6秒...然后以继续抓取\n",
      "这是第8页，接下来将先等待7秒...然后以继续抓取\n",
      "这是第9页，接下来将先等待7秒...然后以继续抓取\n",
      "这是第10页，接下来将先等待4秒...然后以继续抓取\n"
     ]
    },
    {
     "data": {
      "text/html": [
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       "    .dataframe tbody tr th:only-of-type {\n",
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       "\n",
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>dataInfo</th>\n",
       "      <th>dataParams</th>\n",
       "      <th>comp.compScale</th>\n",
       "      <th>comp.compName</th>\n",
       "      <th>comp.compId</th>\n",
       "      <th>comp.compIndustry</th>\n",
       "      <th>comp.compStage</th>\n",
       "      <th>comp.compLogo</th>\n",
       "      <th>comp.link</th>\n",
       "      <th>job.labels</th>\n",
       "      <th>...</th>\n",
       "      <th>job.requireWorkYears</th>\n",
       "      <th>job.requireEduLevel</th>\n",
       "      <th>job.link</th>\n",
       "      <th>recruiter.imId</th>\n",
       "      <th>recruiter.imUserType</th>\n",
       "      <th>recruiter.chatted</th>\n",
       "      <th>recruiter.recruiterName</th>\n",
       "      <th>recruiter.recruiterTitle</th>\n",
       "      <th>recruiter.recruiterPhoto</th>\n",
       "      <th>recruiter.recruiterId</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>%7B%22jobId%22%3A%2261639879%22%2C%22skId%22%3...</td>\n",
       "      <td>{\"jobId\":\"61639879\",\"imId\":\"ecaa4c4d7a8c5fc5d0...</td>\n",
       "      <td>50-99人</td>\n",
       "      <td>京微齐力(北京)科技股份有限公司</td>\n",
       "      <td>12812029</td>\n",
       "      <td>电子/半导体/集成电路</td>\n",
       "      <td>C轮</td>\n",
       "      <td>610cd2ef90cd3a5facf5f34607u.png</td>\n",
       "      <td>https://www.liepin.com/company/12812029/</td>\n",
       "      <td>[工具产品, 产品规划]</td>\n",
       "      <td>...</td>\n",
       "      <td>经验不限</td>\n",
       "      <td>统招本科</td>\n",
       "      <td>https://www.liepin.com/job/1961639879.shtml</td>\n",
       "      <td>ecaa4c4d7a8c5fc5d074c6a193f07d79</td>\n",
       "      <td>2</td>\n",
       "      <td>False</td>\n",
       "      <td>王女士</td>\n",
       "      <td>人力资源总监</td>\n",
       "      <td>610bd36d0e53225d69e1ed1b03u.png</td>\n",
       "      <td>5d592a5183ccc4ad3db91b5611c99cf3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>%7B%22jobId%22%3A%2261427111%22%2C%22skId%22%3...</td>\n",
       "      <td>{\"jobId\":\"61427111\",\"imId\":\"3a05cdd8cdf8c685dc...</td>\n",
       "      <td>100-499人</td>\n",
       "      <td>达科信息科技(北京)</td>\n",
       "      <td>3456765</td>\n",
       "      <td>IT服务</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5da18bc80c1585184592366803u.jpg</td>\n",
       "      <td>https://www.liepin.com/company/3456765/</td>\n",
       "      <td>[]</td>\n",
       "      <td>...</td>\n",
       "      <td>经验不限</td>\n",
       "      <td>学历不限</td>\n",
       "      <td>https://www.liepin.com/job/1961427111.shtml</td>\n",
       "      <td>3a05cdd8cdf8c685dccb8f658aa180de</td>\n",
       "      <td>2</td>\n",
       "      <td>False</td>\n",
       "      <td>任女士</td>\n",
       "      <td></td>\n",
       "      <td>61d7f0a3c3f5b4644a4e41a705u.png</td>\n",
       "      <td>7275dba472dc801494d0ee39cf4b37ae</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>%7B%22jobId%22%3A%2250264081%22%2C%22skId%22%3...</td>\n",
       "      <td>{\"jobId\":\"50264081\",\"imId\":\"491946be06d207c322...</td>\n",
       "      <td>1-49人</td>\n",
       "      <td>北京通证思维科技有限公司</td>\n",
       "      <td>13233893</td>\n",
       "      <td>区块链</td>\n",
       "      <td>天使轮</td>\n",
       "      <td>61a160cf1bd4fb704eb2167304u.jpg</td>\n",
       "      <td>https://www.liepin.com/company/13233893/</td>\n",
       "      <td>[web端产品]</td>\n",
       "      <td>...</td>\n",
       "      <td>经验不限</td>\n",
       "      <td>统招本科</td>\n",
       "      <td>https://www.liepin.com/job/1950264081.shtml</td>\n",
       "      <td>491946be06d207c322ae6ca7fd787aa4</td>\n",
       "      <td>2</td>\n",
       "      <td>False</td>\n",
       "      <td>荣女士</td>\n",
       "      <td>人力资源专员</td>\n",
       "      <td>5f8f98648dbe6273dcf8515508u.jpg</td>\n",
       "      <td>cb8bc69c2bf4ac9da06f9c7859441594</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>%7B%22jobId%22%3A%2256743621%22%2C%22skId%22%3...</td>\n",
       "      <td>{\"jobId\":\"56743621\",\"imId\":\"f37c89df361ffcd3c1...</td>\n",
       "      <td>10000人以上</td>\n",
       "      <td>拜耳医药保健</td>\n",
       "      <td>8641560</td>\n",
       "      <td>制药</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5967220270327b30a4d2648206a.jpg</td>\n",
       "      <td>https://www.liepin.com/company/8641560/</td>\n",
       "      <td>[]</td>\n",
       "      <td>...</td>\n",
       "      <td>经验不限</td>\n",
       "      <td>本科</td>\n",
       "      <td>https://www.liepin.com/job/1956743621.shtml</td>\n",
       "      <td>f37c89df361ffcd3c1bd2b3e9fec8144</td>\n",
       "      <td>2</td>\n",
       "      <td>False</td>\n",
       "      <td>魏女士</td>\n",
       "      <td>HR中级专员/主管</td>\n",
       "      <td>5f8f986779c7cc70efbf36c008u.jpg</td>\n",
       "      <td>5266aedc9c9d5538ffe951988a06fbee</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>%7B%22jobId%22%3A%2255239349%22%2C%22skId%22%3...</td>\n",
       "      <td>{\"jobId\":\"55239349\",\"imId\":\"945255696d7beb2c11...</td>\n",
       "      <td>10000人以上</td>\n",
       "      <td>梅赛德斯-奔驰</td>\n",
       "      <td>8494044</td>\n",
       "      <td>整车制造</td>\n",
       "      <td>NaN</td>\n",
       "      <td>643fbaa143179d0688cc8dc104u.png</td>\n",
       "      <td>https://www.liepin.com/company/8494044/</td>\n",
       "      <td>[]</td>\n",
       "      <td>...</td>\n",
       "      <td>经验不限</td>\n",
       "      <td>本科</td>\n",
       "      <td>https://www.liepin.com/job/1955239349.shtml</td>\n",
       "      <td>945255696d7beb2c1118e52d65fb8ab7</td>\n",
       "      <td>2</td>\n",
       "      <td>False</td>\n",
       "      <td>袁女士</td>\n",
       "      <td>HR Recruiting and Marketing</td>\n",
       "      <td>5f8f98648dbe6273dcf8515508u.jpg</td>\n",
       "      <td>efd682ffb2d75c5f7925fbb0185fb9fb</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>%7B%22sfrom%22%3A%22search_job_pc%22%2C%22page...</td>\n",
       "      <td>{\"jobKind\":\"2\",\"jobId\":\"21425481\",\"recruiterNa...</td>\n",
       "      <td>1-49人</td>\n",
       "      <td>北京瑞得星辰科技发展有限公司</td>\n",
       "      <td>10113971</td>\n",
       "      <td>计算机软件</td>\n",
       "      <td>NaN</td>\n",
       "      <td>61b07937d0458d53c627567e02u.jpg</td>\n",
       "      <td>https://www.liepin.com/company/10113971/</td>\n",
       "      <td>[MVC, 框架开发, 框架设计, 前端开发, 架构设计, .NET]</td>\n",
       "      <td>...</td>\n",
       "      <td>经验不限</td>\n",
       "      <td>统招本科</td>\n",
       "      <td>https://www.liepin.com/job/1921425481.shtml</td>\n",
       "      <td>bdda80ca9a9c25bae3a362ce23913155</td>\n",
       "      <td>2</td>\n",
       "      <td>False</td>\n",
       "      <td>乔女士</td>\n",
       "      <td>HR</td>\n",
       "      <td>5f8f9863f6d1ab58476f246a08u.jpg</td>\n",
       "      <td>9b84b7e486bfe135644842ae4541b368</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>%7B%22sfrom%22%3A%22search_job_pc%22%2C%22page...</td>\n",
       "      <td>{\"jobKind\":\"2\",\"jobId\":\"52543035\",\"recruiterNa...</td>\n",
       "      <td>100-499人</td>\n",
       "      <td>云道智造</td>\n",
       "      <td>7945191</td>\n",
       "      <td>计算机软件</td>\n",
       "      <td>B轮</td>\n",
       "      <td>5bfea65074719d2aa34cf73103a.png</td>\n",
       "      <td>https://www.liepin.com/company/7945191/</td>\n",
       "      <td>[]</td>\n",
       "      <td>...</td>\n",
       "      <td>经验不限</td>\n",
       "      <td>本科</td>\n",
       "      <td>https://www.liepin.com/job/1952543035.shtml</td>\n",
       "      <td>09be0c160b3d6f5286273d579bc2a4d6</td>\n",
       "      <td>2</td>\n",
       "      <td>False</td>\n",
       "      <td>王女士</td>\n",
       "      <td>招聘专员</td>\n",
       "      <td>5f8f9863f6d1ab58476f246a08u.jpg</td>\n",
       "      <td>b1bc975f8bf884b9954ff02ae1d2eb9e</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>%7B%22sfrom%22%3A%22search_job_pc%22%2C%22page...</td>\n",
       "      <td>{\"jobKind\":\"2\",\"jobId\":\"42700709\",\"recruiterNa...</td>\n",
       "      <td>1-49人</td>\n",
       "      <td>北京兴华哲鹏科技有限公司</td>\n",
       "      <td>12910369</td>\n",
       "      <td>培训服务</td>\n",
       "      <td>融资未公开</td>\n",
       "      <td>61b07937d0458d53c627567e02u.jpg</td>\n",
       "      <td>https://www.liepin.com/company/12910369/</td>\n",
       "      <td>[javascript, css, vue, jquery, html, ajax, java]</td>\n",
       "      <td>...</td>\n",
       "      <td>经验不限</td>\n",
       "      <td>学历不限</td>\n",
       "      <td>https://www.liepin.com/job/1942700709.shtml</td>\n",
       "      <td>2f3f5b1827d5d77fe780be9e721bd5b9</td>\n",
       "      <td>2</td>\n",
       "      <td>False</td>\n",
       "      <td>吴先生</td>\n",
       "      <td>总经理</td>\n",
       "      <td>5f8f986bdfb13a7dee342f2108u.jpg</td>\n",
       "      <td>5dd1cb63fd94f2f5f8a791054030a31e</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>%7B%22sfrom%22%3A%22search_job_pc%22%2C%22page...</td>\n",
       "      <td>{\"jobKind\":\"2\",\"jobId\":\"49391207\",\"recruiterNa...</td>\n",
       "      <td>50-99人</td>\n",
       "      <td>丰生制药(深圳)有限公司</td>\n",
       "      <td>9600836</td>\n",
       "      <td>制药</td>\n",
       "      <td>融资未公开</td>\n",
       "      <td>61b07937d0458d53c627567e02u.jpg</td>\n",
       "      <td>https://www.liepin.com/company/9600836/</td>\n",
       "      <td>[医药行业]</td>\n",
       "      <td>...</td>\n",
       "      <td>经验不限</td>\n",
       "      <td>本科</td>\n",
       "      <td>https://www.liepin.com/job/1949391207.shtml</td>\n",
       "      <td>d6e3d7bcfdf34a4bd8083254db29b13a</td>\n",
       "      <td>2</td>\n",
       "      <td>False</td>\n",
       "      <td>郑女士</td>\n",
       "      <td>经理</td>\n",
       "      <td>5f8f9865ea60860b75384fa508u.jpg</td>\n",
       "      <td>5ccd7120b4b2f9220d47886e9a273ebd</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>%7B%22sfrom%22%3A%22search_job_pc%22%2C%22page...</td>\n",
       "      <td>{\"jobKind\":\"2\",\"jobId\":\"61958087\",\"recruiterNa...</td>\n",
       "      <td>1000-2000人</td>\n",
       "      <td>物腾联创</td>\n",
       "      <td>1616589</td>\n",
       "      <td>人力资源服务</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6257ccbdd6a15d1470cf371b05u.jpg</td>\n",
       "      <td>https://www.liepin.com/company/1616589/</td>\n",
       "      <td>[网页设计, 动效设计]</td>\n",
       "      <td>...</td>\n",
       "      <td>经验不限</td>\n",
       "      <td>本科</td>\n",
       "      <td>https://www.liepin.com/job/1961958087.shtml</td>\n",
       "      <td>79bbe3716aae16eaace8f6aa79707275</td>\n",
       "      <td>2</td>\n",
       "      <td>False</td>\n",
       "      <td>庄女士</td>\n",
       "      <td>用户体验设计专家</td>\n",
       "      <td>649ba70849df5c4acbc3802402u.png</td>\n",
       "      <td>23b0ef69d33eb4c5735c0a94c1f55e6e</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>400 rows × 31 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                                             dataInfo  \\\n",
       "0   %7B%22jobId%22%3A%2261639879%22%2C%22skId%22%3...   \n",
       "1   %7B%22jobId%22%3A%2261427111%22%2C%22skId%22%3...   \n",
       "2   %7B%22jobId%22%3A%2250264081%22%2C%22skId%22%3...   \n",
       "3   %7B%22jobId%22%3A%2256743621%22%2C%22skId%22%3...   \n",
       "4   %7B%22jobId%22%3A%2255239349%22%2C%22skId%22%3...   \n",
       "..                                                ...   \n",
       "35  %7B%22sfrom%22%3A%22search_job_pc%22%2C%22page...   \n",
       "36  %7B%22sfrom%22%3A%22search_job_pc%22%2C%22page...   \n",
       "37  %7B%22sfrom%22%3A%22search_job_pc%22%2C%22page...   \n",
       "38  %7B%22sfrom%22%3A%22search_job_pc%22%2C%22page...   \n",
       "39  %7B%22sfrom%22%3A%22search_job_pc%22%2C%22page...   \n",
       "\n",
       "                                           dataParams comp.compScale  \\\n",
       "0   {\"jobId\":\"61639879\",\"imId\":\"ecaa4c4d7a8c5fc5d0...         50-99人   \n",
       "1   {\"jobId\":\"61427111\",\"imId\":\"3a05cdd8cdf8c685dc...       100-499人   \n",
       "2   {\"jobId\":\"50264081\",\"imId\":\"491946be06d207c322...          1-49人   \n",
       "3   {\"jobId\":\"56743621\",\"imId\":\"f37c89df361ffcd3c1...       10000人以上   \n",
       "4   {\"jobId\":\"55239349\",\"imId\":\"945255696d7beb2c11...       10000人以上   \n",
       "..                                                ...            ...   \n",
       "35  {\"jobKind\":\"2\",\"jobId\":\"21425481\",\"recruiterNa...          1-49人   \n",
       "36  {\"jobKind\":\"2\",\"jobId\":\"52543035\",\"recruiterNa...       100-499人   \n",
       "37  {\"jobKind\":\"2\",\"jobId\":\"42700709\",\"recruiterNa...          1-49人   \n",
       "38  {\"jobKind\":\"2\",\"jobId\":\"49391207\",\"recruiterNa...         50-99人   \n",
       "39  {\"jobKind\":\"2\",\"jobId\":\"61958087\",\"recruiterNa...     1000-2000人   \n",
       "\n",
       "       comp.compName  comp.compId comp.compIndustry comp.compStage  \\\n",
       "0   京微齐力(北京)科技股份有限公司     12812029       电子/半导体/集成电路             C轮   \n",
       "1         达科信息科技(北京)      3456765              IT服务            NaN   \n",
       "2       北京通证思维科技有限公司     13233893               区块链            天使轮   \n",
       "3             拜耳医药保健      8641560                制药            NaN   \n",
       "4            梅赛德斯-奔驰      8494044              整车制造            NaN   \n",
       "..               ...          ...               ...            ...   \n",
       "35    北京瑞得星辰科技发展有限公司     10113971             计算机软件            NaN   \n",
       "36              云道智造      7945191             计算机软件             B轮   \n",
       "37      北京兴华哲鹏科技有限公司     12910369              培训服务          融资未公开   \n",
       "38      丰生制药(深圳)有限公司      9600836                制药          融资未公开   \n",
       "39              物腾联创      1616589            人力资源服务            NaN   \n",
       "\n",
       "                      comp.compLogo                                 comp.link  \\\n",
       "0   610cd2ef90cd3a5facf5f34607u.png  https://www.liepin.com/company/12812029/   \n",
       "1   5da18bc80c1585184592366803u.jpg   https://www.liepin.com/company/3456765/   \n",
       "2   61a160cf1bd4fb704eb2167304u.jpg  https://www.liepin.com/company/13233893/   \n",
       "3   5967220270327b30a4d2648206a.jpg   https://www.liepin.com/company/8641560/   \n",
       "4   643fbaa143179d0688cc8dc104u.png   https://www.liepin.com/company/8494044/   \n",
       "..                              ...                                       ...   \n",
       "35  61b07937d0458d53c627567e02u.jpg  https://www.liepin.com/company/10113971/   \n",
       "36  5bfea65074719d2aa34cf73103a.png   https://www.liepin.com/company/7945191/   \n",
       "37  61b07937d0458d53c627567e02u.jpg  https://www.liepin.com/company/12910369/   \n",
       "38  61b07937d0458d53c627567e02u.jpg   https://www.liepin.com/company/9600836/   \n",
       "39  6257ccbdd6a15d1470cf371b05u.jpg   https://www.liepin.com/company/1616589/   \n",
       "\n",
       "                                          job.labels  ...  \\\n",
       "0                                       [工具产品, 产品规划]  ...   \n",
       "1                                                 []  ...   \n",
       "2                                           [web端产品]  ...   \n",
       "3                                                 []  ...   \n",
       "4                                                 []  ...   \n",
       "..                                               ...  ...   \n",
       "35               [MVC, 框架开发, 框架设计, 前端开发, 架构设计, .NET]  ...   \n",
       "36                                                []  ...   \n",
       "37  [javascript, css, vue, jquery, html, ajax, java]  ...   \n",
       "38                                            [医药行业]  ...   \n",
       "39                                      [网页设计, 动效设计]  ...   \n",
       "\n",
       "   job.requireWorkYears  job.requireEduLevel  \\\n",
       "0                  经验不限                 统招本科   \n",
       "1                  经验不限                 学历不限   \n",
       "2                  经验不限                 统招本科   \n",
       "3                  经验不限                   本科   \n",
       "4                  经验不限                   本科   \n",
       "..                  ...                  ...   \n",
       "35                 经验不限                 统招本科   \n",
       "36                 经验不限                   本科   \n",
       "37                 经验不限                 学历不限   \n",
       "38                 经验不限                   本科   \n",
       "39                 经验不限                   本科   \n",
       "\n",
       "                                       job.link  \\\n",
       "0   https://www.liepin.com/job/1961639879.shtml   \n",
       "1   https://www.liepin.com/job/1961427111.shtml   \n",
       "2   https://www.liepin.com/job/1950264081.shtml   \n",
       "3   https://www.liepin.com/job/1956743621.shtml   \n",
       "4   https://www.liepin.com/job/1955239349.shtml   \n",
       "..                                          ...   \n",
       "35  https://www.liepin.com/job/1921425481.shtml   \n",
       "36  https://www.liepin.com/job/1952543035.shtml   \n",
       "37  https://www.liepin.com/job/1942700709.shtml   \n",
       "38  https://www.liepin.com/job/1949391207.shtml   \n",
       "39  https://www.liepin.com/job/1961958087.shtml   \n",
       "\n",
       "                      recruiter.imId recruiter.imUserType recruiter.chatted  \\\n",
       "0   ecaa4c4d7a8c5fc5d074c6a193f07d79                    2             False   \n",
       "1   3a05cdd8cdf8c685dccb8f658aa180de                    2             False   \n",
       "2   491946be06d207c322ae6ca7fd787aa4                    2             False   \n",
       "3   f37c89df361ffcd3c1bd2b3e9fec8144                    2             False   \n",
       "4   945255696d7beb2c1118e52d65fb8ab7                    2             False   \n",
       "..                               ...                  ...               ...   \n",
       "35  bdda80ca9a9c25bae3a362ce23913155                    2             False   \n",
       "36  09be0c160b3d6f5286273d579bc2a4d6                    2             False   \n",
       "37  2f3f5b1827d5d77fe780be9e721bd5b9                    2             False   \n",
       "38  d6e3d7bcfdf34a4bd8083254db29b13a                    2             False   \n",
       "39  79bbe3716aae16eaace8f6aa79707275                    2             False   \n",
       "\n",
       "   recruiter.recruiterName     recruiter.recruiterTitle  \\\n",
       "0                      王女士                       人力资源总监   \n",
       "1                      任女士                                \n",
       "2                      荣女士                       人力资源专员   \n",
       "3                      魏女士                    HR中级专员/主管   \n",
       "4                      袁女士  HR Recruiting and Marketing   \n",
       "..                     ...                          ...   \n",
       "35                     乔女士                           HR   \n",
       "36                     王女士                         招聘专员   \n",
       "37                     吴先生                          总经理   \n",
       "38                     郑女士                           经理   \n",
       "39                     庄女士                     用户体验设计专家   \n",
       "\n",
       "           recruiter.recruiterPhoto             recruiter.recruiterId  \n",
       "0   610bd36d0e53225d69e1ed1b03u.png  5d592a5183ccc4ad3db91b5611c99cf3  \n",
       "1   61d7f0a3c3f5b4644a4e41a705u.png  7275dba472dc801494d0ee39cf4b37ae  \n",
       "2   5f8f98648dbe6273dcf8515508u.jpg  cb8bc69c2bf4ac9da06f9c7859441594  \n",
       "3   5f8f986779c7cc70efbf36c008u.jpg  5266aedc9c9d5538ffe951988a06fbee  \n",
       "4   5f8f98648dbe6273dcf8515508u.jpg  efd682ffb2d75c5f7925fbb0185fb9fb  \n",
       "..                              ...                               ...  \n",
       "35  5f8f9863f6d1ab58476f246a08u.jpg  9b84b7e486bfe135644842ae4541b368  \n",
       "36  5f8f9863f6d1ab58476f246a08u.jpg  b1bc975f8bf884b9954ff02ae1d2eb9e  \n",
       "37  5f8f986bdfb13a7dee342f2108u.jpg  5dd1cb63fd94f2f5f8a791054030a31e  \n",
       "38  5f8f9865ea60860b75384fa508u.jpg  5ccd7120b4b2f9220d47886e9a273ebd  \n",
       "39  649ba70849df5c4acbc3802402u.png  23b0ef69d33eb4c5735c0a94c1f55e6e  \n",
       "\n",
       "[400 rows x 31 columns]"
      ]
     },
     "execution_count": 1,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import crawl_liepin\n",
    "\n",
    "crawl_liepin.crawl(城市=\"北京\",关键词=\"产品经理\",工作经验='应届生')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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